An Effective Approach to Enhance Centroid Classifier for Text Categorization.
Songbo TanXueqi ChengPublished in: PKDD (2007)
Keyphrases
- text categorization
- text classifiers
- feature selection
- feature weighting
- training documents
- feature reduction
- feature selection and classifier
- text classification
- multi label
- multi label classification
- knn
- information gain
- naive bayes
- classify documents
- training data
- text documents
- semi supervised learning
- decision trees
- document classification
- term frequency
- machine learning
- reuters corpus
- automated text categorization
- k nearest neighbor
- feature set
- classification algorithm
- automatic text categorization
- term weighting
- neural network
- class labels
- unlabeled data
- support vector machine
- linear svm
- data sets
- comparative evaluation
- model selection
- semi supervised
- k means
- training set
- feature space
- support vector
- feature selections
- semantic browsing
- transductive support vector machine
- feature selection for text categorization